amazon-sagemaker-examples
amazon-sagemaker-examples copied to clipboard
aws
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
*Issue #, if available:* N/A *Description of changes:* - added `finetune_6b` flag to enable fine-tuning of [EleutherAI/gpt-j-6B](https://huggingface.co/EleutherAI/gpt-j-6B?text=My+name+is+Lewis+and+I+like+to) - added gpt-j-xl config with 1.5B params - updated notebook markdown text *Testing...
Hi All, I am trying to execute the train script with custom docker image on sagemaker notebook instance. However I am getting the below error ClientError: Artifact upload failed:API error...
**Link to the notebook** [Add the link to the notebook.](https://github.com/aws/amazon-sagemaker-examples/blob/15c4d2433ca1839fc014e01dfeaece5cc87e13b0/sagemaker-debugger/xgboost_training_report/higgs_boson_detection.ipynb) **Describe the bug** If you run [Amazon SageMaker Debugger XGBoost training report for Higgs Boson Detection Challenge](https://github.com/aws/amazon-sagemaker-examples/blob/15c4d2433ca1839fc014e01dfeaece5cc87e13b0/sagemaker-debugger/xgboost_training_report/higgs_boson_detection.ipynb) notebook (latest version...
*Issue #, if available:* https://sim.amazon.com/issues/RAI-3311 *Description of changes:* Adding some notes to help developers run image explainability for Clarify *Testing done:* Ran `black-nb -l 100 {path}/{notebook-name}.ipynb` ## Merge Checklist _Put...
*Description of changes:* AutoGluon Deep Learning Containers MultiModal SageMaker Training and Inference Tutorial *Testing done:* Ran notebook end-to-end. ## Merge Checklist _Put an `x` in the boxes that apply. You...
*Issue #, if available:* *Description of changes:* It's a synchronous call if wait=True *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill...
fix code
*Issue #, if available:* *Description of changes:* with asynchronous call, wait=False *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out...
**Link to the notebook** https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-debugger/xgboost_census_explanations/xgboost-census-debugger-rules.ipynb **Describe the bug** The dataset for this Notebook has 11 features, however, `plot_feature_importance(trial, importance_type="cover")` only shows 6 of them. (Same if using another *importance_type*) I...
Hi, I'm building an example following this: https://github.com/aws/amazon-sagemaker-examples/blob/main/advanced_functionality/scikit_bring_your_own/container/Dockerfile When I try to run build this docker Image I get the following error: ```` => ERROR [5/7] RUN pip --no-cache-dir install...
**Link to the notebook** Following example from: https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-pipelines/tabular/local-mode/sagemaker-pipelines-local-mode.ipynb My notebook with error (i made some modifications to it, minor ones): https://github.com/fjpa121197/aws-sagemaker-training/blob/main/sagemaker-pipelines-local-mode.ipynb **Describe the bug** I'm trying to follow this tutorial...
